cognee
https://github.com/topoteretes/cognee
Python
Memory for AI Agents in 5 lines of code
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- Issues
- fix(windows): correct parent-death detection in cognee_db_workers workers
- fix: Cognee MCP subprocess init timeout + MCP server startup
- feat(graph): graph-topology structural dedup for duplicate entities (SDK-186)
- fix: simplify AgentContextExtraction schema + strip unpaired UTF-16 surrogates
- fix(retrieval): enforce node-set scoping on hybrid neighborhoods and shared descriptions
- [Bug]: Node-set scoped searches leak content from other node sets (hybrid neighborhood + shared entity descriptions)
- feat(graph): temporal contradiction resolution for functional relationships (SDK-184)
- fix(ingestion): run deferred DLT orphan_cleanup on foreground add() (SDK-171)
- feat: reuse existing extractions across datasets instead of re-running cognify
- Fix/empty bucket zerodivision
- Docs
- Python not yet supported